Survival modelling using Cox proportional hazard regression model
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Updated
Mar 31, 2017 - R
Survival modelling using Cox proportional hazard regression model
Interaction-Partitioned Topic Models (IPTM) using a Point Process Approach
Survival analysis of primary biliary cirrhosis patients
This repo contains my assignment notebooks for the AI for Medicine Specialization course. The link to the course: AI for Medicine Specialization https://www.coursera.org/learn/ai-for-medical-prognosis
By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.
Multiresponse time-to-event Cox proportional hazards model - CPU
Solution that I provided to the 2020 challenge organized by Collège de France and Ecole Normale Supérieure of Paris. I finished 2nd out of the 98 teams/participants that participated.
COX Proportional risk model and survival analysis implemented by tensorflow.
Integrative Survival Models
This repository contains the exercises and workshops of the survival analysis classes based on the book by Peter J. Smith and the lecture notes of Luis Guillermo Monroy Diaz (UNAL).
A survival analysis study of liver disease patients recreated in a Survival Methods course.
UX Analytics & A/B Testing
Python/R library for feature selection in neural nets. ("Feature selection using Stochastic Gates", ICML 2020)
simulated data and estimation code for replication purposes for the paper MKSC-20-0420
Code and supplementary materials for the manuscript "Multiple imputation for cause-specific Cox models: assessing methods for estimation and prediction" (2022, Statistical Methods in Medical Research)
Survival Analysis of Lung Cancer Patients
Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021
Survival analysis in R for Public Health (Imperial College London through Coursera)
Minimal implementation of Kaplan-Meier and Cox proportional hazards models
Survival functions (client side) for DataSHIELD. Package for building survival models, Cox proportional hazards models and Cox regression models in DataSHIELD.
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